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The machine learning open-source community is active and includes tools that you can use in your projects. In this article, we will go through the ten must-know open source tools for machine learning. These tools will help you improve your workflow and improve your work with these tools. For beginners, we suggest using these two tools: Knime and TensorFlow. For non-programmers, you need to use tools that match your experience, such as Uber Ludwig and SimpleCV. For training models using API, you can also use their extensive API and train models in Python.